Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T18:29:46.144066Z
Paper Citation Record · LEDGER
The Impact of Generative AI on Code Expertise Models: An Exploratory Study
As of 15 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2507.08160.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
43 of 43 outbound references displayed
- verified exact1
- verified fuzzy2
- unresolved38
- parse uncertain0
- malformed identifier0
- metadata mismatch2
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation be9430ab-9efd-4f57-a60a-0143c3f47a19 · outbound
This paper cites an unresolved cited work.
The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:50.876202Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation dbcf68d9-3d89-46d8-b631-b96ca7b12f8f · outbound
This paper cites an unresolved cited work.
The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:50.737337Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation cc3639f7-5390-4d21-9e41-331da1992e33 · outbound
This paper cites an unresolved cited work.
The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:50.623256Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b7d4c6e0-d30b-4a00-be6f-0ec919ee947f · outbound
This paper cites an unresolved cited work.
The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:50.499788Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 288404a7-6d23-4898-9fe0-35121bafc46d · outbound
This paper cites an unresolved cited work.
The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:50.370312Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 5115bdf3-4586-4738-893d-fc805d07e6a8 · outbound
This paper cites an unresolved cited work.
The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:50.254585Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 494f0436-3173-4e2c-9358-4ec0fb39e805 · outbound
This paper cites an unresolved cited work.
The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:50.141983Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation cec945b4-ea04-4ff5-acf8-4aa8197db9ba · outbound
This paper cites Current and Future Use of Large Language Models for Knowledge Work.
The Impact of Generative AI on Code Expertise Models: An Exploratory Study Current and Future Use of Large Language Models for Knowledge Work
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:29:43.278526Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 519317f0-a119-4b38-b536-c9374352bc06 · outbound
This paper cites an unresolved cited work.
The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:50.034618Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation d5bdedd2-efec-4949-bbb3-fb7786b332f3 · outbound
This paper cites an unresolved cited work.
The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:49.927787Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 8567233f-c118-4898-b8d7-f85bb6a8dc1f · outbound
This paper cites an unresolved cited work.
The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work
Reference 11
- Resolution
- verified exact
- doi, observed 2026-08-06T18:29:46.322535Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 5a72525e-1e76-42dc-ac0e-9cb2e5c64045 · outbound
This paper cites an unresolved cited work.
The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:49.812411Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 30baae27-355e-41f4-bd3a-3a1a722c9116 · outbound
This paper cites an unresolved cited work.
The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:49.666568Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 0a2b392d-c1dc-48ac-ab56-53108f64cfa3 · outbound
This paper cites an unresolved cited work.
The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:49.524565Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 802d1462-3439-49c9-a5a2-d22df2f64753 · outbound
This paper cites Sea Change in Software Development: Economic and Productivity Analysis of the AI-Powered Developer Lifecycle.
The Impact of Generative AI on Code Expertise Models: An Exploratory Study Sea Change in Software Development: Economic and Productivity Analysis of the AI-Powered Developer Lifecycle
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:29:43.761535Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 349048b9-0454-464f-a4cf-a2759f93c68c · outbound
This paper cites an unresolved cited work.
The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:49.304617Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c4e993f9-4de9-46dd-a456-6bbd863d760f · outbound
This paper cites an unresolved cited work.
The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:49.147938Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c2c3bb49-d2b6-4565-beec-c4d0ad17eced · outbound
This paper cites an unresolved cited work.
The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:49.008234Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ea3232ea-d733-4715-83b7-b15fcee7093c · outbound
This paper cites an unresolved cited work.
The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:48.894891Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 3e13a625-e59b-4528-a873-1e6e9bf021dc · outbound
This paper cites An Automated Survey of Generative Artificial Intelligence: Large Language Models, Architectures, Protocols, and Applications.
The Impact of Generative AI on Code Expertise Models: An Exploratory Study An Automated Survey of Generative Artificial Intelligence: Large Language Models, Architectures, Protocols, and Applications
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:29:44.094266Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b75f8dc4-b822-476b-92b1-b86631af1f11 · outbound
This paper cites an unresolved cited work.
The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:48.697305Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 6e5d2f64-3cb6-4a16-ba32-9489ba728811 · outbound
This paper cites an unresolved cited work.
The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:48.582729Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation a6dfee58-882d-4296-a95d-5541c4a4dcc1 · outbound
This paper cites An Empirical Study on Developers Shared Conversations with ChatGPT in GitHub Pull Requests and Issues.
The Impact of Generative AI on Code Expertise Models: An Exploratory Study An Empirical Study on Developers Shared Conversations with ChatGPT in GitHub Pull Requests and Issues
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:29:44.385026Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c3ce89ac-eba7-4cd5-87f8-1b6168cef36c · outbound
This paper cites an unresolved cited work.
The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:48.374737Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 365c5f17-3590-459b-b1ae-a758651a10d9 · outbound
This paper cites an unresolved cited work.
The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:48.235075Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation fd675457-e7a9-4cb9-8f82-ae0b7d4bc5d6 · outbound
This paper cites Can ChatGPT Support Developers? An Empirical Evaluation of Large Language Models for Code Generation.
The Impact of Generative AI on Code Expertise Models: An Exploratory Study Can ChatGPT Support Developers? An Empirical Evaluation of Large Language Models for Code Generation
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:29:44.639633Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ccc77a5a-9fa0-47b0-b5be-e3cea1f9948e · outbound
This paper cites Exploring the Design Space of Cognitive Engagement Techniques with AI-Generated Code for Enhanced Learning.
The Impact of Generative AI on Code Expertise Models: An Exploratory Study Exploring the Design Space of Cognitive Engagement Techniques with AI-Generated Code for Enhanced Learning
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:29:44.749053Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 10d4ad06-9a62-4c7b-ad9a-bc88a413fbc1 · outbound
This paper cites an unresolved cited work.
The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:48.155476Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation feadd1fc-5b45-4e23-bba4-3a9e78fad3f3 · outbound
This paper cites Generative Artificial Intelligence for Software Engineering -- A Research Agenda.
The Impact of Generative AI on Code Expertise Models: An Exploratory Study Generative Artificial Intelligence for Software Engineering -- A Research Agenda
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:29:44.943776Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2c526eb6-a6b1-4c69-8726-7a45efe0063a · outbound
This paper cites an unresolved cited work.
The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:48.031288Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation f750216e-12b6-4d35-9911-e5373d2d5d73 · outbound
This paper cites an unresolved cited work.
The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:47.889468Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 47a5ac02-55b0-44a7-b4e0-d8b3be1236a7 · outbound
This paper cites It’s Weird That it Knows What I Want.
The Impact of Generative AI on Code Expertise Models: An Exploratory Study It’s Weird That it Knows What I Want
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:29:47.782560Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation bbb2c4e2-74a3-42c1-9374-d445f0062ec5 · outbound
This paper cites an unresolved cited work.
The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:29:45.304029Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e72ef66d-cece-4c50-b07f-9280fd6262bd · outbound
This paper cites an unresolved cited work.
The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:47.683785Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 34244583-130c-4a2c-a092-283515e7eb07 · outbound
This paper cites an unresolved cited work.
The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:47.573744Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e75bf0f9-19e7-4355-b2b7-505393ea2ab5 · outbound
This paper cites an unresolved cited work.
The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:47.468237Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 2ed19238-6d77-4d62-b083-0a1ea5f1b009 · outbound
This paper cites an unresolved cited work.
The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:47.361790Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 25586929-1b2d-489c-9ecf-67c59fd91f9c · outbound
This paper cites an unresolved cited work.
The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:29:45.818425Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ccb086f4-5539-4452-8112-be59edec8b38 · outbound
This paper cites an unresolved cited work.
The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:47.263978Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 74995041-5716-49ae-a0cd-174c60af667e · outbound
This paper cites an unresolved cited work.
The Impact of Generative AI on Code Expertise Models: An Exploratory Study Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T18:29:47.084208Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 395cc014-e738-498c-a9dd-7c255ccbe9f7 · outbound
This paper cites In Proceedings of the 31st IEEE/ACM International Conference on Automated Software Engineering.
The Impact of Generative AI on Code Expertise Models: An Exploratory Study In Proceedings of the 31st IEEE/ACM International Conference on Automated Software Engineering
Reference 2016
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:29:48.473195Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation d7ad9ba8-bf2a-44da-ab64-8c263b7c3ec8 · outbound
This paper cites Demystifying Practices, Challenges and Expected Features of Using GitHub Copilot.
The Impact of Generative AI on Code Expertise Models: An Exploratory Study Demystifying Practices, Challenges and Expected Features of Using GitHub Copilot
Reference 2023
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-06T18:29:46.519614Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c013a73d-d800-497c-812b-727afca18406 · outbound
This paper cites What's DAT? Three Case Studies of Measuring Software Development Productivity at Meta With Diff Authoring Time.
The Impact of Generative AI on Code Expertise Models: An Exploratory Study What's DAT? Three Case Studies of Measuring Software Development Productivity at Meta With Diff Authoring Time
Reference 2025
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-06T18:29:46.842895Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Pith citing papers
No inbound Pith citation observations are available.